rpryzant / deconfounded-lexicon-inductionView external linksLinks
Find text features that are most related to an outcome, controlling for confounds.
☆60Jul 25, 2024Updated last year
Alternatives and similar repositories for deconfounded-lexicon-induction
Users that are interested in deconfounded-lexicon-induction are comparing it to the libraries listed below
Sorting:
- Package for computing causal effects of text (as treatment)☆75May 3, 2022Updated 3 years ago
- An optimization-based algorithm to accurately estimate the causal effects and robustly predict under distribution shifts. It leverages th…☆14Jul 10, 2024Updated last year
- CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.☆156Feb 6, 2025Updated last year
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasks☆11Aug 12, 2021Updated 4 years ago
- Curated research at the intersection of causal inference and natural language processing.☆814Feb 1, 2024Updated 2 years ago
- ☆25Oct 12, 2021Updated 4 years ago
- Literature Review/ Summary of methods for extraction of causal relations from text☆10Oct 6, 2021Updated 4 years ago
- Our paper is titled "NUS-IDS at FinCausal 2021: Dependency Tree in Graph Neural Networks for better Cause-Effect Span Detection".☆13Feb 11, 2022Updated 4 years ago
- CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction (arXiv 22)☆13Jun 17, 2022Updated 3 years ago
- Contains Colab Notebooks show cool use-cases of different GCP ML APIs.☆10Nov 5, 2020Updated 5 years ago
- Tensorflow 2 implementation of Causal-BERT☆74Nov 5, 2023Updated 2 years ago
- Longitudinal Mediation with Modified Treatment Policies☆12Sep 26, 2025Updated 4 months ago
- ☆12Mar 3, 2022Updated 3 years ago
- Code and data for "Heterogeneous Supervised Topic Models"☆11Jun 27, 2022Updated 3 years ago
- ☆12Jun 21, 2022Updated 3 years ago
- Experiments with experimental rule-based models to go along with imodels.☆18Jan 7, 2026Updated last month
- ☆10Apr 16, 2021Updated 4 years ago
- ☆10Nov 30, 2022Updated 3 years ago
- Layerwise Relevance Visualization in Convolutional Text Graph Classifiers☆12Jun 2, 2021Updated 4 years ago
- Resources for our AAAI 2022 paper: "Unsupervised Editing for Counterfactual Stories".☆11Oct 25, 2022Updated 3 years ago
- AllenNLP model for the Kaggle toxic comments challenge☆32Jul 13, 2018Updated 7 years ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Aug 6, 2022Updated 3 years ago
- Parse and Manipulate Research Patient Data Registry ('RPDR') Text Queries☆11Jan 26, 2025Updated last year
- Experimental code for the paper 'Finding Convincing Arguments Using Scalable Bayesian Preference Learning'☆12Dec 8, 2022Updated 3 years ago
- Supercharging Imbalanced Data Learning WithCausal Representation Transfer☆12Nov 29, 2021Updated 4 years ago
- Software and data for "Using Text Embeddings for Causal Inference"☆126Sep 23, 2020Updated 5 years ago
- Code for Contextual Autocomplete paper published in MLHC2020☆13Aug 7, 2021Updated 4 years ago
- Materials for Convolutional Methods for Text workshop at PyCon2017☆11Jun 13, 2017Updated 8 years ago
- Source code from our RecSys 2020 paper: "Making neural network interpretable with attribution: application to implicit signals prediction…☆15Oct 2, 2020Updated 5 years ago
- "Exploratory Data Analysis using Random Forests"☆18Feb 12, 2016Updated 10 years ago
- This is a reproduction of the paper 'Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications wit…☆13Aug 22, 2021Updated 4 years ago
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆93Jan 25, 2022Updated 4 years ago
- Implementation of unbiased measurement of feature importance in Random Forests☆19Apr 27, 2021Updated 4 years ago
- ☆15Mar 20, 2023Updated 2 years ago
- ☆16Jul 17, 2024Updated last year
- ☆28Jul 6, 2020Updated 5 years ago
- Code for Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis (NAACL 2021 oral paper)☆67Jun 16, 2022Updated 3 years ago
- ☆14Jul 6, 2021Updated 4 years ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Dec 8, 2025Updated 2 months ago